Abstract
The paper addresses modular design and improvement/extension of the management system in the smart home and the building automation system (BAS). The design procedure is based on the hierarchical morphological multicriteria design (HMMD) approach: (a) construction of a tree-like system model, (b) generation of design alternatives for leaf nodes of the system model, (c) the bottom-up process: (i) selection of design alternatives for system parts/components and (ii) composition of the selected alternatives into a resultant combination. Here, the HMMD approach with interval multiset estimates for design alternatives is used. The system improvement scheme is based on the following: (a) upgrade of the system components (strategy 1), (b) system extension by adding an additional part (strategy 2). The multiple choice problem with interval multiset estimates for improvement operations is used in system improvement procedure. Two basic applied illustrative numerical examples are considered: (1) a modular management system for the smart home and (2) a modular building automation system consisting of four parts.
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References
K. Balasubramaian and A. Cellatoglu, “Improvements in home automation strategies for designing apparatus for efficient smart home,” IEEE Trans. Consum. Electron. 54, 1681–1687 (2008).
M. R. Garey and D. S. Johnson, Computers and Intractability. The Guide to the Theory of NP-Completeness (W. H. Freeman and Co., San Francisco, 1979).
R. Harper, Inside the Smart Home (Springer-Verlag, London, 2003).
X. Hong, C. Nugent, M. Mulvenna, S. McClean, B. Scotney, and S. Devlin, “Evidential fusion of sensor data for activity recognition in smart homes,” Pervasive Mob. Comput. 5, 236–252 (2009).
S. S. Intille, “Designing a home of the future,” IEEE Pervasive Comput. 1(2), 80–86 (2002).
W. Kastner, G. Neuschwandtner, S. Soucek, and H. M. Newman, “Communication systems for building automation and control,” Proc. IEEE 93, 1178–1203 (2005).
H. Kellerer, U. Pferschy, and D. Pisinger, Knapsack Problems (Springer-Verlag, Berlin, 2004).
D. E. Knuth, The Art of Computer Programming, Vol. 2: Seminumerical Algorithms (Addison Wesley, Reading, 1998).
M. Sh. Levin, Combinatorial Engineering of Decomposable Systems (Dordrecht, Academic, 1998).
M. Sh. Levin, Composite Systems Decisions (Springer-Verlag, New York, 2006).
M. Sh. Levin, “Combinatorial optimization in system configuration design,” Autom. Remote Control 70, 519–561 (2009).
M. Sh. Levin, in “Towards communication network development (structural system issues, combinatorial models),” in Proc. 2010 IEEE Region 8th Int. Conf. “SIBIRCON-2010”, Irkutsk, 2010 (IEEE, New York, 2010), Vol. 1, pp. 204–208.
M. Sh. Levin, “Morphological methods for design of modular systems (a survey),” Electronic Preprint. 20 pp., Jan. 9, 2012; http://arxiv.org/abs/1201.1712 [cs.SE]
M. Sh. Levin, “Multiset estimates and combinatorial synthesis,” Electronic Preprint. 30 pp., May 9, 2012; http://arxiv.org/abs/1205.2046 [cs.SY]
M. Sh. Levin and A. V. Safonov, “Towards improvement of regional telecommunications network,” J. Commun. Technol. Electron. 56, 770–778 (2011).
M. Sh. Levin, A. Andrushevich, and A. Klapproth, “Composition of management system for smart homes,” Inf. Protsessy 10, 78–86 (2010); http://www.jip.ru/2010/78-86-2010.pdf
M. Sh. Levin, A. Andrushevich, and A. Klapproth, in Proc. of 24th Int. Conf. IEA/AIE, LNCS 6704, 2011 (Springer-Verlag, 2011), Part 2, pp. 459–468.
H. Oh and K. Chae, “An energy-efficient sensor routing with low latency, stability for smart home network,” Int. J. Smart Home 1(2), 71–82 (2007).
J. Para, M. A. Hossain, A. Uribarren, E. Jacob, A. E. Saddik, “Flexible smart home architecture using device profile for web services: a peer-to-peer approach,” Int. J. Smart Home 3(2), 39–56 (2009).
A. Peine, “Understanding the dynamics of technological configurations: A conceptual framework and the case of smart home,” Technol. Forecasting Social Change 76, 396–409 (2009).
P. Rashidi and D. J. Cook, “Keeping the resident in the loop: Adapting the smart home to the user,” IEEE Trans. Syst. Man Cybern. Part A 39, 949–959 (2009).
W. B. Rouse, “A theory of enterprise transformation,” Syst. Eng. 8, 279–295 (2005).
J. Schein, “An information model for building automation systems,” Autom. Constr. 16, 125–139 (2007).
G. Song, F. Ding, W. Zang, and A. Song, “A wireless power outlet system for smart homes,” IEEE Trans. Consum. Electron. 54, 1688–1691 (2008).
D. Valtchev and I. Frankov, “Service gateway architecture for a smart home,” IEEE Commun. Mag. 40, 126–132 (2002).
Y.-H. Wang and L. Yang, “Smart home information: A framework for integration and management,” Meas. Control 41, 300–304 (2008).
R. R. Yager, “On the theory of bags,” Int. J. Gen. Syst. 13(1), 23–37 (1986).
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Original Russian Text © M.Sh. Levin, 2012, published in Informatsionnye Protsessy, 2012, Vol. 12, No. 2, pp. 141–154.
The text was submitted by the authors in English.
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Levin, M.S. Modular design and improvement of the management system in the smart home with the use of interval multiset estimates. J. Commun. Technol. Electron. 58, 584–593 (2013). https://doi.org/10.1134/S1064226913060168
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DOI: https://doi.org/10.1134/S1064226913060168